Model Overview Card for Kling Standard Image-to-Video

Basic Information

• Model Name: Kling AI Image-to-Video
• Developer/Creator: Kuaishou Technology
• Release Date: June 2024
• Version: 1.0
• Model Type: AI Video Generation Model

Description

Overview:

Kling AI Image-to-Video is a sophisticated AI model developed by Kuaishou Technology that transforms static images into dynamic video clips. This model allows users to create engaging videos from images by utilizing advanced AI technologies to simulate motion and narrative, making it suitable for various creative applications.

Key Features:

• High-Quality Video Generation: Produces videos at resolutions of up to 1080p and 30 frames per second.
• Image-to-Video Functionality: Users can upload an image as the starting frame and provide a text prompt to guide the video generation process.
• Dynamic Motion Simulation: Utilizes advanced 3D spatiotemporal attention mechanisms to create realistic movements and interactions within the generated videos.
• Flexible Output Length: Capable of generating videos ranging from 5 seconds up to 10 seconds in duration.

Intended Use:

The Kling model is designed for content creators, marketers, educators, and developers looking to produce captivating video content quickly and efficiently. It is particularly useful for generating promotional videos, educational materials, and creative visual narratives.

Language Support:

The model primarily supports English for text prompts but can process inputs in multiple languages depending on user requirements.

Technical Details

Architecture:

Kling employs a combination of Deep Convolutional Neural Networks (DCNNs) and Diffusion Transformer technology. This architecture enables the model to effectively capture complex movements and generate high-quality video outputs based on static images.

Training Data:

The model was trained on a diverse dataset comprising thousands of high-quality images paired with corresponding video sequences to ensure robust performance across various scenarios.

• Data Source and Size: The training dataset includes a wide range of media types, although specific sizes are not disclosed.
• Diversity and Bias: The training data was curated to minimize biases while maximizing diversity in visual styles and scenarios, enhancing the model's effectiveness in generating varied outputs.

Performance Metrics:

Kling has demonstrated strong performance metrics:

You can also try the Pro version of Kling AI's image-to-video feature.

Differences Between Kling Standard and Pro Image-to-Video Models

1. Camera Control and Motion

• Standard Mode:
  • Provides basic camera movements, allowing users to create simple animations from static images.
  • Motion appears natural but lacks pronounced detail and stability.
• Pro Mode:
  • Offers advanced camera controls, including options for tilt, pan, zoom, and roll movements.
  • Results in richer details and more stable camera movements, enhancing the overall visual quality of the generated videos.

2. Video Quality

• Standard Mode:
  • Generates videos with acceptable quality but may lack depth in detail.
  • The output is suitable for casual use but may not meet professional standards.
• Pro Mode:
  • Produces significantly sharper and more detailed videos.
  • Enhanced animations make elements like water flow and character movements appear more natural and engaging.

3. Cost Structure

• Standard Plan:
  • Costs approximately $0.0315 per second.
  • Each video costs fewer credits, making it budget-friendly for casual users.
• Pro Plan:
  • Priced at around $0.13125 per second.
  • Each video in Pro mode costs significantly more, reflecting the enhanced features and quality.

Usage

Code Samples

The model is available on the AI/ML API platform as "Kling AI (image-to-video)" .

Standard

Pro

API Documentation

Detailed API Documentation is available here.

Ethical Guidelines

Kuaishou Technology emphasizes ethical considerations in AI development by promoting transparency regarding the model's capabilities and limitations. The organization encourages responsible usage to prevent misuse or harmful applications of generated content.

Licensing

The Kling Standard Image-to-Video model is available under a commercial license that allows both research and commercial usage rights while ensuring compliance with ethical standards regarding creator rights.

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Get Kling AI API here.